Related Experiment Video
Updated: Jul 19, 2025

Simultaneous Measurement of Turbulence and Particle Kinematics Using Flow Imaging Techniques
Published on: March 12, 2019
Discrete unified gas-kinetic wave-particle method for flows in all flow regimes
L M Yang1,2,3, Z H Li4,5, C Shu6
1State Key Laboratory of Mechanics and Control for Aerospace Structures, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China.
A new discrete unified gas-kinetic wave-particle (DUGKWP) method simulates all flow regimes by combining deterministic and stochastic approaches. This DUGKWP method offers superior efficiency and reduced memory usage for various flow conditions.
Area of Science:
- Computational Fluid Dynamics
- Kinetic Theory
Background:
- Simulating fluid flows across all regimes (rarefied to continuum) presents significant computational challenges.
- Existing methods like Discrete Velocity Method (DVM) and Direct Simulation Monte Carlo (DSMC) have limitations in scope or efficiency.
Purpose of the Study:
- To introduce a novel computational method, the Discrete Unified Gas-Kinetic Wave-Particle (DUGKWP) method.
- To develop a unified approach capable of accurately simulating fluid flows in all flow regimes.
Main Methods:
- The DUGKWP method integrates microscopic particle information with macroscopic flow variables.
- Microscopic particles are updated via free-transport and resampling.
- Macroscopic flow properties are solved using the finite volume method applied to conservation laws.
- The method utilizes a discrete characteristic solution to the Boltzmann-BGK equation.
Main Results:
- The DUGKWP method accurately predicts flow properties across all flow regimes, from rarefied to continuum.
- In rarefied flows, microscopic particle motion significantly influences macroscopic fluxes.
- In continuum flows, the DUGKWP method effectively reduces to a Navier-Stokes solver.
- The DUGKWP method demonstrates superior computational efficiency and reduced memory consumption compared to deterministic methods.
Conclusions:
- The DUGKWP method provides a unified and efficient framework for simulating fluid dynamics across all flow regimes.
- This approach offers a significant advancement in computational fluid dynamics, particularly for high-speed rarefied and near-continuum flows.
Related Concept Videos
Eulerian and Lagrangian Flow Descriptions
The Eulerian method focuses on fixed points in space where fluid properties, such as velocity, pressure, and temperature, are observed as the fluid moves between these...
Plane Potential Flows
Uniform...
Steady Flow of a Fluid Stream
During this process, the momentum of the fluid within the control volume remains constant over the time interval dt. By applying the...
Couette Flow
Laminar and Turbulent Flow
Poiseuille's Law and Reynolds Number

